ollama/llm/llama.cpp/ggml_patch/0002-34B-model-support.patch

From 6145068a6613c37bb43a7408b5496524bdcfc402 Mon Sep 17 00:00:00 2001
From: Bruce MacDonald <brucewmacdonald@gmail.com>
Date: Mon, 28 Aug 2023 18:08:53 -0400
Subject: [PATCH] 34B model support

---
 llama.cpp | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/llama.cpp b/llama.cpp
index f2cbe76..62c5cdf 100644
--- a/llama.cpp
+++ b/llama.cpp
@@ -79,6 +79,7 @@ enum e_model {
     MODEL_7B,
     MODEL_13B,
     MODEL_30B,
+    MODEL_34B,
     MODEL_65B,
     MODEL_70B,
 };
@@ -122,6 +123,7 @@ static std::map<e_model, size_t> MEM_REQ_SCRATCH0(int n_ctx)
         { MODEL_7B,   ((size_t) n_ctx / 16ull + 100ull) * MB },
         { MODEL_13B,  ((size_t) n_ctx / 12ull + 120ull) * MB },
         { MODEL_30B,  ((size_t) n_ctx /  9ull + 160ull) * MB },
+        { MODEL_34B,  ((size_t) n_ctx / 9ull + 160ull) * MB },
         { MODEL_65B,  ((size_t) n_ctx /  6ull + 256ull) * MB }, // guess
         { MODEL_70B,  ((size_t) n_ctx /  7ull + 164ull) * MB },
     };
@@ -135,6 +137,7 @@ static const std::map<e_model, size_t> & MEM_REQ_SCRATCH1()
         { MODEL_7B,  160ull * MB },
         { MODEL_13B, 192ull * MB },
         { MODEL_30B, 256ull * MB },
+        { MODEL_34B, 256ull * MB },
         { MODEL_65B, 384ull * MB }, // guess
         { MODEL_70B, 304ull * MB },
     };
@@ -149,6 +152,7 @@ static const std::map<e_model, size_t> & MEM_REQ_EVAL()
         { MODEL_7B,  10ull * MB },
         { MODEL_13B, 12ull * MB },
         { MODEL_30B, 16ull * MB },
+        { MODEL_34B, 16ull * MB },
         { MODEL_65B, 24ull * MB }, // guess
         { MODEL_70B, 24ull * MB },
     };
@@ -164,6 +168,7 @@ static const std::map<e_model, size_t> & VRAM_REQ_SCRATCH_BASE()
         { MODEL_7B,   512ull * kB },
         { MODEL_13B,  640ull * kB },
         { MODEL_30B,  768ull * kB },
+        { MODEL_34B,  768ull * kB },
         { MODEL_65B, 1280ull * kB },
         { MODEL_70B, 1280ull * kB },
     };
@@ -179,6 +184,7 @@ static const std::map<e_model, size_t> & VRAM_REQ_SCRATCH_PER_CONTEXT()
         { MODEL_7B,  128ull },
         { MODEL_13B, 160ull },
         { MODEL_30B, 208ull },
+        { MODEL_34B, 208ull },
         { MODEL_65B, 256ull },
         { MODEL_70B, 256ull },
     };
@@ -1027,6 +1033,7 @@ static const char * llama_model_type_name(e_model type) {
         case MODEL_7B: return "7B";
         case MODEL_13B: return "13B";
         case MODEL_30B: return "30B";
+        case MODEL_34B: return "34B";
         case MODEL_65B: return "65B";
         case MODEL_70B: return "70B";
         default: LLAMA_ASSERT(false);
@@ -1074,6 +1081,7 @@ static void llama_model_load_internal(
             case 26: model.type = e_model::MODEL_3B; break;
             case 32: model.type = e_model::MODEL_7B; break;
             case 40: model.type = e_model::MODEL_13B; break;
+            case 48: model.type = e_model::MODEL_34B; break;
             case 60: model.type = e_model::MODEL_30B; break;
             case 80: model.type = e_model::MODEL_65B; break;
             default:
@@ -1094,6 +1102,8 @@ static void llama_model_load_internal(
             LLAMA_LOG_WARN("%s: warning: assuming 70B model based on GQA == %d\n", __func__, n_gqa);
             model.type = e_model::MODEL_70B;
             hparams.f_ffn_mult = 1.3f; // from the params.json of the 70B model
+        } else if (model.type == e_model::MODEL_34B && n_gqa == 8) {
+            hparams.f_ffn_mult = 1.0f; // from the params.json of the 34B model
         }
 
         hparams.rope_freq_base  = rope_freq_base;
-- 
2.39.2 (Apple Git-143)